{"id":"W2042891622","doi":"10.1097/aln.0b013e31816bbdb6","title":"Experience Is Not Enough","year":2008,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Mount Sinai Hospital","funders":"","keywords":"Checklist; Medicine; Aseptic processing; Inter-rater reliability; Asepsis; Rating scale; Anesthesia; Physical therapy; Medical physics; Surgery; Psychology; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005198639,0.0003491958,0.0006948264,0.0008450493,0.00262414,0.004702595,0.00123189,0.002035492,0.03648344],"category_scores_gemma":[0.02420884,0.0003128361,0.0004950499,0.0006638489,0.003785148,0.006622686,0.00570339,0.004080889,0.011024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767642,"about_ca_system_score_gemma":0.00434197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243522,"about_ca_topic_score_gemma":0.003126844,"domain_scores_codex":[0.991648,0.002189857,0.0003910957,0.0009472535,0.003234492,0.001589426],"domain_scores_gemma":[0.9706154,0.005020913,0.002472326,0.001862023,0.006520198,0.01350921],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003580535,0.0007303003,0.08922853,0.001750834,0.0002440796,0.002780307,0.02247592,0.0003485462,0.003015937,0.02522498,0.298153,0.5556895],"study_design_scores_gemma":[0.00006755177,0.0009495256,0.05164636,0.002530729,0.0000893188,0.007363937,0.03738217,0.0001881258,0.0005561956,0.03357736,0.8655245,0.0001242387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1851415,0.02396642,0.008069041,0.4045304,0.01157779,0.0001819339,0.0007541972,0.0005103757,0.3652684],"genre_scores_gemma":[0.8471141,0.01263907,0.002576413,0.08458832,0.003194538,0.0001355913,0.0004837948,0.0002022201,0.04906599],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9948013,"threshold_uncertainty_score":0.1220493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927851629993112,"score_gpt":0.4388839960159566,"score_spread":0.2460988330166454,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}